unsloth/studio/backend/core
danielhanchen 52e68507ff Harden sandbox: global/nonlocal aliases, wrapper-hidden commands, sys.modules aliases, descriptor gadgets, higher-order containers, keyword path guard
Round 19 review follow-ups on the Studio code-exec sandbox classifier and runtime guard:

- Record a global/nonlocal sink alias in its TARGET scope (module for global, enclosing for
  nonlocal): global s; s = os.system; s('...') now resolves s to the shell sink instead of
  being skipped as a rebound name (and a global name no longer shadows an outer alias).
- Fail closed on any expansion in COMMAND POSITION, not just command substitution: a
  variable-expanded command word (p=python3; $p -c ...) / ${VAR} is unprovable. Argument
  position ($HOME, echo $(date)) stays allowed.
- Honor wrapper/command-position logic in the mutating-utility and shell-script scans via a
  shared command-word index, so env sed -i / timeout 5 bash s.sh no longer hide behind a
  wrapper prefix.
- Use the subprocess-exec callee resolver for the shell=True read scan, so
  from subprocess import run as r; r('head /etc/passwd', shell=True) and r = subprocess.run
  aliases are tokenized.
- Resolve sys.modules aliases (m = sys.modules; m.pop('_io')) for the loader-table mutation
  checks (bound and unbound forms).
- Treat a __dict__ subscript keyed by a gadget dunder (type(open).__dict__['__closure__'].
  __get__(open)) as gadget access, closing the descriptor-lookup route around the attribute
  gadget scan.
- Unwrap inline literal containers in the higher-order sink check, so
  list(map([eval][0], [...])) / map({'e': exec}['e'], ...) are flagged.
- Runtime: the mutator guard now accepts the path via its public keyword (os.makedirs(name=),
  os.mkdir(path=)) instead of raising TypeError, while still confining the write.

Adds TestRound19Bypasses and keyword-path runtime tests; full sandbox suite green.
2026-07-10 00:42:34 +00:00
..
data_recipe Studio: harden background consumer loops and streaming paths against silent UI freezes (#6653) 2026-06-26 03:31:33 -07:00
export Studio: multi-select export formats, portable FP8/INT8, GGUF LoRA, and source parity (#6767) 2026-07-03 08:25:10 -07:00
inference Harden sandbox: global/nonlocal aliases, wrapper-hidden commands, sys.modules aliases, descriptor gadgets, higher-order containers, keyword path guard 2026-07-10 00:42:34 +00:00
rag Run the malware gate on the RAG embedding model before it loads (#6887) 2026-07-07 04:30:21 -07:00
training Add MLX backend support for CLI unsloth train (#6709) 2026-07-08 03:25:26 -07:00
__init__.py Reduce and tighten code comments and docstrings repo-wide (#6095) 2026-06-08 23:09:51 -07:00
_torchao_stub.py Reduce and tighten code comments and docstrings repo-wide (#6095) 2026-06-08 23:09:51 -07:00
import_guards.py Studio: self-heal unsloth namespace shadows; clearer failed-load messages (#6532) 2026-06-21 22:43:31 -07:00
tool_healing.py Studio: parse Mistral [TOOL_CALLS] and rehearsal tool-call shapes (#5704) 2026-07-06 18:52:13 -07:00